Learning Graph-Convolutional Representations for Point Cloud Denoising

Learning Graph-Convolutional Representations for Point Cloud Denoising

6 July 2020

Francesca Pistilli

Giulia Fracastoro

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Papers citing "Learning Graph-Convolutional Representations for Point Cloud Denoising"

18 / 18 papers shown

Title
Prof. Robot: Differentiable Robot Rendering Without Static and Self-Collisions Quanyuan Ruan Jiabao Lei Wenhao Yuan Y. Zhang Dekun Lu Guiliang Liu Kui Jia 124 0 0 14 Mar 2025
Deep Graph-Convolutional Image Denoising D. Valsesia Giulia Fracastoro E. Magli GNN SSL 51 145 0 19 Jul 2019
Image Denoising with Graph-Convolutional Neural Networks D. Valsesia Giulia Fracastoro E. Magli 38 45 0 29 May 2019
Total Denoising: Unsupervised Learning of 3D Point Cloud Cleaning Pedro Hermosilla Tobias Ritschel Timo Ropinski 3DPC 51 127 0 16 Apr 2019
3D Point Cloud Denoising via Deep Neural Network based Local Surface Estimation Chaojing Duan Siheng Chen J. Kovacevic 3DPC 65 64 0 09 Apr 2019
PointCleanNet: Learning to Denoise and Remove Outliers from Dense Point Clouds Marie-Julie Rakotosaona Vittorio La Barbera Paul Guerrero Niloy J. Mitra M. Ovsjanikov 3DPC 60 301 0 04 Jan 2019
Non-Local Recurrent Network for Image Restoration Ding Liu Bihan Wen Yuchen Fan Chen Change Loy Thomas S. Huang SupR 217 631 0 07 Jun 2018
3D Point Cloud Denoising using Graph Laplacian Regularization of a Low Dimensional Manifold Model Jin Zeng Gene Cheung Michael Kwok-Po Ng Jiahao Pang Cheng Yang 3DV 62 155 0 20 Mar 2018
Dynamic Graph CNN for Learning on Point Clouds Yue Wang Yongbin Sun Ziwei Liu Sanjay E. Sarma M. Bronstein Justin Solomon GNN 3DPC 257 6,149 0 24 Jan 2018
Deformable Shape Completion with Graph Convolutional Autoencoders Or Litany A. Bronstein M. Bronstein A. Makadia 74 223 0 01 Dec 2017
Inductive Representation Learning on Large Graphs William L. Hamilton Z. Ying J. Leskovec 509 15,247 0 07 Jun 2017
Dynamic Edge-Conditioned Filters in Convolutional Neural Networks on Graphs M. Simonovsky N. Komodakis GNN 207 1,231 0 10 Apr 2017
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas Guibas 3DH 3DPC 3DV PINN 490 14,320 0 02 Dec 2016
Geometric deep learning: going beyond Euclidean data M. Bronstein Joan Bruna Yann LeCun Arthur Szlam P. Vandergheynst GNN 810 3,287 0 24 Nov 2016
Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising Peng Sun W. Zuo Yunjin Chen Deyu Meng Lei Zhang SupR 142 6,995 0 13 Aug 2016
ShapeNet: An Information-Rich 3D Model Repository Angel X. Chang Thomas Funkhouser Leonidas Guibas Pat Hanrahan Qi-Xing Huang ... Shuran Song Hao Su Jianxiong Xiao L. Yi Feng Yu 3DV 162 5,530 0 09 Dec 2015
Graph-based denoising for time-varying point clouds Y. Schoenenberger Johan Paratte P. Vandergheynst 3DPC 40 59 0 16 Nov 2015
The Emerging Field of Signal Processing on Graphs: Extending High-Dimensional Data Analysis to Networks and Other Irregular Domains D. Shuman S. K. Narang P. Frossard Antonio Ortega P. Vandergheynst 133 3,974 0 31 Oct 2012